Dynamic Corpus Retrieval on NQ320K D (train)
0.483Hits@1ICICLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ICICLEIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 0.483 | 0.664 | |
| DPR*Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 0.471 | 0.719 | |
| From ScratchIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(N + M)2026.05 | 0.45 | 0.611 | |
| DSIIndexing Strategy=Indexed on D_train, Unseen Corpus Update Cost=–2026.05 | 0.424 | 0.608 | |
| DOMEIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 0.424 | 0.608 | |
| DSI++Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 0.422 | 0.607 | |
| New-Doc FTIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 0.418 | 0.57 | |
| BM25*Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 0.386 | 0.617 |